#ddj, Twitter, 8/5/2019 8:57:01 AM, 205703


FAQ | Problem?

#ddj_2019-08-05_01-49-41.xlsx
#ddj_2019-08-05_01-49-41.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
August 05, 2019
Short Description:
#ddj via NodeXL http://bit.ly/2Yn8OqE
@gijn
@albertocairo
@datajournalism
@gijnru
@zahratunda
@datastoriespk1
@alice_corona
@bahareh360
@code4africa
@warninggraphicc

Top hashtags:
#ddj
#dataviz
#infographics
#howchartslie
#opendata
#jobalert
#datajournalism
#awim19

Description:
Description
The graph represents a network of 532 Twitter users whose tweets in the requested range contained "#ddj", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 05 August 2019 at 08:49 UTC.

The requested date range was from Monday, 29 July 2019 at 00:00 UTC through Monday, 05 August 2019 at 00:00 UTC.

The tweets in the network were tweeted over the 6-day, 11-hour, 52-minute period from Monday, 29 July 2019 at 01:52 UTC to Sunday, 04 August 2019 at 13:44 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

The graph is directed.

The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.

The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.


Author Description


Overall Graph Metrics
Vertices : 532
Unique Edges : 679
Edges With Duplicates : 148
Total Edges : 827
Self-Loops : 91
Reciprocated Vertex Pair Ratio : 0.0414110429447853
Reciprocated Edge Ratio : 0.0795287187039764
Connected Components : 62
Single-Vertex Connected Components : 19
Maximum Vertices in a Connected Component : 296
Maximum Edges in a Connected Component : 543
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.898898
Graph Density : 0.00240360788978095
Modularity : 0.698984
NodeXL Version : 1.0.1.418

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[29] https://gijn.org/2019/08/01/gijns-data-journalism-top-10-hong-kong-protests-migration-waves-democratizing-dataviz/
[21] http://www.thefunctionalart.com/2019/07/the-mercator-projection-isnt-monstrosity.html
[12] http://www.thefunctionalart.com/2019/08/lovely-maps-by-nyt.html
[10] http://www.thefunctionalart.com/2019/08/yes-chart-is-misleadingbut-numbers-are.html
[8] https://www.eventbrite.co.uk/e/open-data-camp-7-london-tickets-66757416229
[7] https://twitter.com/rawgraphs/status/1156177707249672192
[6] http://datagifmaker.withgoogle.com
[6] http://www.thefunctionalart.com/2019/07/this-is-why-i-wrote-how-charts-lie.html
[6] http://www.thefunctionalart.com/2019/07/another-grossly-incompetent-lying-chart.html
[5] https://sisweb.ucd.ie/usis/!W_HU_MENU.P_PUBLISH?p_tag=PROG&MAJR=W386

Top URLs in Tweet in G1:
[21] http://www.thefunctionalart.com/2019/07/the-mercator-projection-isnt-monstrosity.html
[20] https://gijn.org/2019/08/01/gijns-data-journalism-top-10-hong-kong-protests-migration-waves-democratizing-dataviz/
[11] http://www.thefunctionalart.com/2019/08/lovely-maps-by-nyt.html
[10] http://www.thefunctionalart.com/2019/08/yes-chart-is-misleadingbut-numbers-are.html
[6] http://www.thefunctionalart.com/2019/07/another-grossly-incompetent-lying-chart.html
[6] http://www.thefunctionalart.com/2019/07/this-is-why-i-wrote-how-charts-lie.html
[3] http://www.thefunctionalart.com/2019/07/another-infographics-book-for-all-ages.html
[3] http://www.datastories.pk/stunted-children-under-five-years-of-age-most-in-khyber-pakhtunkhwas-newly-merged-districts-kp-nmd/
[2] https://twitter.com/rawgraphs/status/1156177707249672192
[2] http://www.thefunctionalart.com/2019/06/an-interview-about-how-charts-lie.html

Top URLs in Tweet in G2:
[9] https://gijn.org/2019/08/01/gijns-data-journalism-top-10-hong-kong-protests-migration-waves-democratizing-dataviz/
[1] https://www.novayagazeta.ru/articles/2019/08/01/81457-shtaby-na-lyamkah

Top URLs in Tweet in G3:
[2] https://goo.gl/dtYvee?utm_content=buffer845d3&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://source.opennews.org/articles/how-we-visualized-election-no-political-parties/?mc_cid=82d5ac0e45&mc_eid=4ca1d4cbc8
[1] https://datajournalism.com/read/longreads/a-dossier-of-data-journalism-teaching-strategies
[1] https://datajournalism.com/read/longreads/9-questions-about-the-world-cup-and-how-data-journalists-answered-them
[1] https://junkcharts.typepad.com/junk_charts/2019/07/what-is-a-bad-chart.html
[1] https://datajournalism.com/read/newsletters/ama-with-the-economists-data-team
[1] https://docs.google.com/forms/d/e/1FAIpQLSdWkrVwlgIWxsebS4qL6TTtWH52HfNJWHiXCBhOfAuvE4cLTw/viewform?usp=send_form
[1] https://datajournalism.com/read/newsletters/bad-charts
[1] https://github.com/BBC-Data-Unit/tree-planting
[1] http://www.thefunctionalart.com/2019/08/lovely-maps-by-nyt.html

Top URLs in Tweet in G4:
[1] https://citizentv.co.ke/news/top-journalists-win-key-awards-at-african-women-in-the-media-awim19-conference-266386/?amp&__twitter_impression=true
[1] https://opportunities.codeforafrica.org/2019/07/24/freelance-fact-checkers-kampala-and-dar-es-salaam/

Top URLs in Tweet in G5:
[4] https://onlinejournalismblog.com/2019/07/29/when-you-get-data-in-sentences-how-to-use-a-spreadsheet-to-extract-numbers-from-phrases/
[3] https://twitter.com/ODcamp/status/1158000270573473792
[1] http://www.thefunctionalart.com/2019/07/making-data-concrete-with-photoviz.html
[1] https://twitter.com/danwainwright/status/1156086365630717952
[1] https://www.bbc.co.uk/news/resources/idt-985b9374-596e-4ae6-aa04-7fbcae4cb7ee
[1] https://github.com/BBC-Data-Unit/unduly-lenient-sentences
[1] https://twitter.com/danwainwright/status/1148490528016797696
[1] https://github.com/BBC-Data-Unit/tree-planting
[1] https://twitter.com/England_Rob_/status/1156126234830680065
[1] http://puntofisso.net/newsletter/

Top URLs in Tweet in G6:
[3] https://www.voxeurop.eu/it/2019/mercato-del-lavoro-5123539
[3] https://www.voxeurop.eu/fr/2019/d-pression-5123541
[3] https://www.voxeurop.eu/fr/2019/march-du-travail-5123540
[2] https://www.visualisingdata.com/2019/07/best-of-the-visualisation-web-may-2019/
[1] https://avforyou.com/
[1] https://www.instagram.com/p/B0pEdxHA6IL/?igshid=haobkire7ja0
[1] https://www.instagram.com/p/B0rx1EeA36z/?igshid=1ti3b51op61cf
[1] https://www.instagram.com/p/B0oSSKAgQ5m/?igshid=itll3rf84kfj
[1] https://twitter.com/hist/status/1154898478838870016
[1] https://www.mixcloud.com/aquil-snipes/late-night-mix/

Top URLs in Tweet in G7:
[5] https://sisweb.ucd.ie/usis/!W_HU_MENU.P_PUBLISH?p_tag=PROG&MAJR=W386
[1] http://newslab.ie/ddjucd/
[1] https://careers.thejournal.ie/noteworthy/investigative-reporter/

Top URLs in Tweet in G8:
[2] https://gf.me/u/uid6sw
[1] https://birminghameastside.com/grants-awarded-in-the-west-midlands-at-its-lowest-level-since-2010/
[1] https://www.eventbrite.co.uk/e/btng-hackathon-2019-tickets-58265153643

Top URLs in Tweet in G9:
[6] http://datagifmaker.withgoogle.com
[1] https://verkehrsunfaelle.info/start/car2go-drivenow-co-crashs-unter-zeitdruck/
[1] https://www.scicar.de/index.php?article_id=4&clang=0
[1] https://twitter.com/smfrogers/status/1103348646005760000
[1] https://www.swr.de/wissen/zulaut/Mitmachaktion-zuLAUT-Interaktive-Karte-Hier-sind-die-Menschen-im-Suedwesten-vom-Laerm-geplagt,hier-ist-es-zu-laut-karte-100.html
[1] https://dokumente.unibw.de/pub/bscw.cgi/d11521987/Fakult%C3%A4t%20f%C3%BCr%20Betriebswirtschaft%20:%20Institut%20f%C3%BCr%20Journalistik.pdf

Top URLs in Tweet in G10:
[1] https://twitter.com/utcentroknight/status/1157399421753028610

Top Domains
Top Domains in Tweet in Entire Graph:
[62] thefunctionalart.com
[33] gijn.org
[30] twitter.com
[16] mailchi.mp
[14] co.uk
[13] verigazeteciligi.com
[9] voxeurop.eu
[8] ft.com
[6] withgoogle.com
[5] medium.com

Top Domains in Tweet in G1:
[60] thefunctionalart.com
[22] gijn.org
[4] datastories.pk
[2] twitter.com

Top Domains in Tweet in G2:
[9] gijn.org
[1] novayagazeta.ru

Top Domains in Tweet in G3:
[4] datajournalism.com
[2] goo.gl
[1] opennews.org
[1] typepad.com
[1] google.com
[1] github.com
[1] thefunctionalart.com

Top Domains in Tweet in G4:
[1] co.ke
[1] codeforafrica.org

Top Domains in Tweet in G5:
[8] twitter.com
[4] onlinejournalismblog.com
[3] co.uk
[2] github.com
[1] thefunctionalart.com
[1] puntofisso.net

Top Domains in Tweet in G6:
[9] voxeurop.eu
[4] instagram.com
[3] twitter.com
[2] visualisingdata.com
[1] avforyou.com
[1] mixcloud.com
[1] onlinejournalismblog.com
[1] 5wgraphics.com
[1] mercari.com
[1] youtube.com

Top Domains in Tweet in G7:
[5] ucd.ie
[1] newslab.ie
[1] thejournal.ie

Top Domains in Tweet in G8:
[2] gf.me
[1] birminghameastside.com
[1] co.uk

Top Domains in Tweet in G9:
[6] withgoogle.com
[1] verkehrsunfaelle.info
[1] scicar.de
[1] twitter.com
[1] swr.de
[1] unibw.de

Top Domains in Tweet in G10:
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[283] ddj
[117] dataviz
[47] infographics
[31] howchartslie
[29] opendata
[21] jobalert
[21] datajournalism
[19] awim19
[18] wanadata
[17] jornalismo



Top Hashtags in Tweet in G1:
[77] ddj
[57] dataviz
[41] infographics
[30] howchartslie
[8] data
[8] pakistan
[7] visualization
[5] datajournalism
[3] climatechange
[2] china

Top Hashtags in Tweet in G2:
[10] ddj
[1] climatechangeisreal
[1] фальсификации
[1] dataviz
[1] советы
[1] данные
[1] игра
[1] визуализация
[1] сша
[1] статистики

Top Hashtags in Tweet in G3:
[14] ddj
[7] dataviz
[5] datajournalism
[4] fifaworldcup
[2] charts
[2] gijn
[2] uranium
[1] election
[1] journalism
[1] jschool

Top Hashtags in Tweet in G4:
[21] jobalert
[19] awim19
[18] wanadata
[9] ddj
[7] dataviz
[1] kampala
[1] daressalaam
[1] facts
[1] charts

Top Hashtags in Tweet in G5:
[20] ddj
[7] opendata
[4] climatechange
[4] civictech
[3] dataviz
[3] opengov
[1] infographics
[1] datajournalism
[1] odcamp
[1] hansard

Top Hashtags in Tweet in G6:
[27] ddj
[9] edjnet
[4] dataviz
[3] lavoro
[3] pioneer
[3] techno
[3] djs
[3] depression
[3] europe
[3] travail

Top Hashtags in Tweet in G7:
[3] ddj
[2] datajournalism
[1] ire19
[1] cijsummer

Top Hashtags in Tweet in G8:
[4] ddj
[1] opendata
[1] btnghackathon2019
[1] doingmediadifferently

Top Hashtags in Tweet in G9:
[12] ddj
[9] scicar19
[6] dataviz
[1] zulaut

Top Hashtags in Tweet in G10:
[16] jornalistas
[16] jornalismo
[1] ddj

Top Words
Top Words in Tweet in Entire Graph:
[277] Words in Sentiment List#1: Positive
[153] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[10671] Non-categorized Words
[11101] Total Words
[283] #ddj
[141] data
[117] #dataviz
[67] new
[65] albertocairo

Top Words in Tweet in G1:
[77] #ddj
[62] new
[61] albertocairo
[58] post
[57] #dataviz
[41] #infographics
[30] #howchartslie
[30] 10
[28] top
[23] gijn

Top Words in Tweet in G2:
[38] с
[34] финансовые
[34] отчеты
[34] разных
[34] независимых
[34] кандидатов
[34] продемонстрировали
[34] совпадения
[34] точностью
[34] до

Top Words in Tweet in G3:
[42] datajournalism
[39] data
[30] charts
[23] team
[22] theeconomist
[22] make
[22] themselves
[22] behind
[22] each
[22] one

Top Words in Tweet in G4:
[58] code4africa
[21] #jobalert
[21] knack
[21] sniffing
[21] out
[21] truth
[21] immediate
[21] vacancies
[21] freelance
[21] fact

Top Words in Tweet in G5:
[20] #ddj
[19] data
[12] story
[8] paulbradshaw
[7] #opendata
[6] england_rob_
[6] work
[6] tree
[5] planting
[4] new

Top Words in Tweet in G6:
[27] #ddj
[9] #edjnet
[6] les
[5] dj
[4] #dataviz
[3] published
[3] cosa
[3] vogliono
[3] lavoratori
[3] #lavoro

Top Words in Tweet in G7:
[17] data
[17] journalism
[16] now
[16] accepting
[16] applications
[16] part
[16] time
[16] cpd
[16] ucd
[14] bahareh360

Top Words in Tweet in G8:
[4] #ddj
[2] 360giving
[2] westmidsfunders
[2] meriel_tnlcf
[2] laurathejourno
[2] think
[2] topic
[2] weekend
[2] hack
[2] curbing

Top Words in Tweet in G9:
[12] #ddj
[10] spannende
[9] scicar17ff
[9] data
[9] blitz
[9] #scicar19
[9] suchen
[9] aktuelle
[9] übersehene
[9] datensätze

Top Words in Tweet in G10:
[16] alô
[16] #jornalistas
[16] excelente
[16] curso
[16] começa
[16] nesta
[16] segunda
[16] feira
[16] é
[16] gratis

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[60] new,post
[53] albertocairo,new
[44] #dataviz,#infographics
[44] #infographics,#ddj
[42] data,journalism
[34] 10,#ddj
[34] финансовые,отчеты
[34] отчеты,разных
[34] разных,независимых
[34] независимых,кандидатов

Top Word Pairs in Tweet in G1:
[58] new,post
[51] albertocairo,new
[41] #dataviz,#infographics
[40] #infographics,#ddj
[30] 10,#ddj
[28] #howchartslie,#dataviz
[28] top,10
[21] post,mercator
[21] mercator,projection
[21] projection,monstrosity

Top Word Pairs in Tweet in G2:
[34] финансовые,отчеты
[34] отчеты,разных
[34] разных,независимых
[34] независимых,кандидатов
[34] кандидатов,продемонстрировали
[34] продемонстрировали,совпадения
[34] совпадения,с
[34] с,точностью
[34] точностью,до
[34] до,сотых

Top Word Pairs in Tweet in G3:
[22] charts,theeconomist
[22] theeconomist,make
[22] make,themselves
[22] themselves,behind
[22] behind,each
[22] each,one
[22] one,dedicated
[22] dedicated,data
[22] data,team
[22] team,number

Top Word Pairs in Tweet in G4:
[21] #jobalert,knack
[21] knack,sniffing
[21] sniffing,out
[21] out,truth
[21] truth,code4africa
[21] code4africa,immediate
[21] immediate,vacancies
[21] vacancies,freelance
[21] freelance,fact
[20] code4africa,#jobalert

Top Word Pairs in Tweet in G5:
[4] tree,planting
[4] extracting,numbers
[4] numbers,phrases
[4] phrases,story
[4] story,unduly
[4] unduly,lenient
[4] lenient,sentencing
[4] sentencing,#ddj
[3] few,journalists
[3] journalists,work

Top Word Pairs in Tweet in G6:
[9] #edjnet,#ddj
[3] cosa,vogliono
[3] vogliono,lavoratori
[3] lavoratori,#edjnet
[3] #ddj,#lavoro
[3] #dataviz,#ddj
[3] aperçu,être
[3] être,chez
[3] chez,les
[3] les,jeunes

Top Word Pairs in Tweet in G7:
[17] data,journalism
[16] now,accepting
[16] accepting,applications
[16] applications,part
[16] part,time
[16] time,data
[16] journalism,cpd
[11] ucd,school
[11] school,information
[11] information,communication

Top Word Pairs in Tweet in G8:
[2] laurathejourno,think
[2] think,topic
[2] topic,weekend
[2] weekend,hack
[2] hack,curbing
[2] curbing,effects
[2] effects,brain
[2] brain,drain
[2] drain,emerging
[2] emerging,economies

Top Word Pairs in Tweet in G9:
[9] data,blitz
[9] blitz,#scicar19
[9] #scicar19,suchen
[9] suchen,aktuelle
[9] aktuelle,spannende
[9] spannende,übersehene
[9] übersehene,datensätze
[9] datensätze,zugängen
[9] zugängen,kurzen
[9] kurzen,pitches

Top Word Pairs in Tweet in G10:
[16] alô,#jornalistas
[16] #jornalistas,excelente
[16] excelente,curso
[16] curso,começa
[16] começa,nesta
[16] nesta,segunda
[16] segunda,feira
[16] feira,é
[16] é,gratis
[16] gratis,entre

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@albertocairo
@gijn
@datajournalism
@code4africa
@gijnru
@theeconomist
@zahratunda
@bahareh360
@rosental
@_davidmeidinger

Top Mentioned in G1:
@albertocairo
@gijn
@smfrogers
@googlenewsinit
@charliekirk11
@datastoriespk1
@themetamachine
@ellerystudio
@datajournalism
@zoowalk

Top Mentioned in G2:
@gijnru
@gijn
@investigatornik
@ikem_berlin
@natgeo
@themetamachine
@sam_holler
@shereedomingo
@adele_peters
@datastoriespk1

Top Mentioned in G3:
@datajournalism
@theeconomist
@ku
@musmekh
@junkcharts
@highcharts
@gijn
@joshrayman
@econdailycharts
@kuangkeng

Top Mentioned in G4:
@code4africa
@zahratunda
@gurmanbhatia
@realawim
@pesacheck
@datajournalism
@junkcharts

Top Mentioned in G5:
@paulbradshaw
@england_rob_
@puntofisso
@danwainwright
@alexhomer
@en
@albertocairo
@datajournalism
@bbcnewsgraphics
@theyworkforyou

Top Mentioned in G7:
@bahareh360
@thejournal_ie
@karriekehoe
@ucd_ischool
@ucddublin

Top Mentioned in G8:
@carolecadwalla
@gofundme
@paulineroche
@opendatamcr
@bhamcitycouncil
@westmidsfunders
@meriel_tnlcf
@hoecf
@bvsc
@orchard_cat

Top Mentioned in G9:
@scicar17ff
@ardzdf_akademie
@ij_unibw
@annikasehl
@destatis
@fexi

Top Mentioned in G10:
@rosental
@escoladedados

Top Tweeters
Top Tweeters in Entire Graph:
@alllibertynews
@jurylady5
@beritagarid
@bbcnews
@nytimes
@washingtonpost
@dwatchnews
@lemondefr
@financialtimes
@thejournal_ie

Top Tweeters in G1:
@dwatchnews
@harrisj
@bbcworldservice
@nyamwanda
@sejorg
@indeadline
@clearmapping
@albertocairo
@geographile
@tarushijio

Top Tweeters in G2:
@nytimes
@russsl
@57sergeeva
@gal_anna
@bushgrey
@hrbrmstr
@novaya_gazeta
@natgeo
@angel34angel
@gelliottmorris

Top Tweeters in G3:
@alllibertynews
@theeconomist
@riotta
@bbbcccnnn
@margymaclibrary
@vizworld
@dr_mana
@mariia_doc
@neogeografen
@candidomtz

Top Tweeters in G4:
@mougendi
@enywaru
@badrujumah
@rasagy
@donohoe
@eric_e_eric
@bencolmery4
@davidblawal
@theabikus
@thatstellar

Top Tweeters in G5:
@en
@puntofisso
@paulbradshaw
@ekoner
@alexhomer
@hackette7
@danwainwright
@teresacjolley
@prestvictoria
@data_meining

Top Tweeters in G6:
@oohrip
@voxeuropfr
@voxeuropit
@julianschmidli
@hoewner
@jegojulien
@king_quillyrjj
@kzwoelf
@10969315taka
@amiham_singh

Top Tweeters in G7:
@thejournal_ie
@prajnamu
@christinebohan
@sigitpurnomo
@twone2
@karriekehoe
@ucddublin
@natalieharrower
@colizscott
@dri_ireland

Top Tweeters in G8:
@bhamcitycouncil
@wheatonlion
@paulineroche
@carolecadwalla
@bvsc
@hoecf
@gofundme
@milsomsam
@opendatamcr
@360giving

Top Tweeters in G9:
@nicolakuhrt
@therealstief
@cartocalypse
@the_claus
@ghooffacker
@ardzdf_akademie
@destatis
@fvcastell
@fexi
@graph_zahl

Top Tweeters in G10:
@emiliomoreno
@morenocris
@dani_k
@datacunha
@rosental
@ancara
@trilob1t
@utcentroknight
@lolaferreira
@mnovaes


Tags: